Profiling Report

Dataset statistics

Number of variables	18
Number of observations	731
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	102.9 KiB
Average record size in memory	144.2 B

Variable types

Numeric	16
Categorical	1
Unsupported	1

Alerts

`Precipitation (in)` has constant value "0.0"	Constant
`Temperature (°F)_Max` is highly overall correlated with `Temperature (°F)_Avg` and 6 other fields	High correlation
`Temperature (°F)_Avg` is highly overall correlated with `Temperature (°F)_Max` and 6 other fields	High correlation
`Temperature (°F)_Min` is highly overall correlated with `Temperature (°F)_Max` and 4 other fields	High correlation
`Dew Point (°F)_Max` is highly overall correlated with `Temperature (°F)_Max` and 4 other fields	High correlation
`Dew Point (°F)_Avg` is highly overall correlated with `Temperature (°F)_Max` and 4 other fields	High correlation
`Dew Point (°F)_Min` is highly overall correlated with `Temperature (°F)_Max` and 4 other fields	High correlation
`Humidity (%)_Max` is highly overall correlated with `Humidity (%)_Avg`	High correlation
`Humidity (%)_Avg` is highly overall correlated with `Temperature (°F)_Max` and 3 other fields	High correlation
`Humidity (%)_Min` is highly overall correlated with `Temperature (°F)_Max` and 2 other fields	High correlation
`Wind Speed (mph)_Max` is highly overall correlated with `Wind Speed (mph)_Avg`	High correlation
`Wind Speed (mph)_Avg` is highly overall correlated with `Wind Speed (mph)_Max` and 1 other fields	High correlation
`Wind Speed (mph)_Min` is highly overall correlated with `Wind Speed (mph)_Avg`	High correlation
`Pressure (in)_Max` is highly overall correlated with `Pressure (in)_Avg` and 1 other fields	High correlation
`Pressure (in)_Avg` is highly overall correlated with `Pressure (in)_Max` and 1 other fields	High correlation
`Pressure (in)_Min` is highly overall correlated with `Pressure (in)_Max` and 1 other fields	High correlation
`Дата` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Wind Speed (mph)_Min` has 504 (68.9%) zeros	Zeros

Reproduction

Analysis started	2023-02-05 17:19:36.019293
Analysis finished	2023-02-05 17:20:55.458535
Duration	1 minute and 19.44 seconds
Software version	pandas-profiling vv3.6.2
Download configuration	config.json

day_of_week
Real number (ℝ)

Distinct	31
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.738714

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.8099488
Coefficient of variation (CV)	0.55976294
Kurtosis	-1.1948637
Mean	15.738714
Median Absolute Deviation (MAD)	8
Skewness	0.0060078758
Sum	11505
Variance	77.615198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	24	3.3%
2	24	3.3%
28	24	3.3%
27	24	3.3%
26	24	3.3%
25	24	3.3%
24	24	3.3%
23	24	3.3%
22	24	3.3%
21	24	3.3%
Other values (21)	491	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	24	3.3%
2	24	3.3%
3	24	3.3%
4	24	3.3%
5	24	3.3%
6	24	3.3%
7	24	3.3%
8	24	3.3%
9	24	3.3%
10	24	3.3%

Value	Count	Frequency (%)
31	14	1.9%
30	22	3.0%
29	23	3.1%
28	24	3.3%
27	24	3.3%
26	24	3.3%
25	24	3.3%
24	24	3.3%
23	24	3.3%
22	24	3.3%

Temperature (°F)_Max
Real number (ℝ)

Distinct	39
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.909713

Minimum	25
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	25
5-th percentile	34
Q1	50
median	68
Q3	79
95-th percentile	86
Maximum	93
Range	68
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	17.392489
Coefficient of variation (CV)	0.27214157
Kurtosis	-1.0111338
Mean	63.909713
Median Absolute Deviation (MAD)	13
Skewness	-0.40653129
Sum	46718
Variance	302.49869
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
79	40	5.5%
81	40	5.5%
77	39	5.3%
75	36	4.9%
70	34	4.7%
84	34	4.7%
82	29	4.0%
61	27	3.7%
72	23	3.1%
86	22	3.0%
Other values (29)	407	55.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25	1	0.1%
27	6	0.8%
28	6	0.8%
30	10	1.4%
32	6	0.8%
34	15	2.1%
36	15	2.1%
37	17	2.3%
39	21	2.9%
41	21	2.9%

Value	Count	Frequency (%)
93	5	0.7%
91	6	0.8%
90	7	1.0%
88	17	2.3%
86	22	3.0%
84	34	4.7%
82	29	4.0%
81	40	5.5%
79	40	5.5%
77	39	5.3%

Temperature (°F)_Avg
Real number (ℝ)

Distinct	399
Distinct (%)	54.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.096443

Minimum	17.7
Maximum	79.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	17.7
5-th percentile	27.8
Q1	40.4
median	54.6
Q3	66.3
95-th percentile	72.85
Maximum	79.2
Range	61.5
Interquartile range (IQR)	25.9

Descriptive statistics

Standard deviation	14.864138
Coefficient of variation (CV)	0.27994602
Kurtosis	-1.0756579
Mean	53.096443
Median Absolute Deviation (MAD)	12.6
Skewness	-0.29531093
Sum	38813.5
Variance	220.94259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66.8	6	0.8%
63.9	6	0.8%
55.3	5	0.7%
71.8	5	0.7%
47.3	5	0.7%
72.5	5	0.7%
65.2	4	0.5%
65	4	0.5%
38.8	4	0.5%
71	4	0.5%
Other values (389)	683	93.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17.7	1	0.1%
20.2	1	0.1%
22.3	2	0.3%
22.4	1	0.1%
22.8	1	0.1%
23	1	0.1%
23.3	2	0.3%
23.5	2	0.3%
24.2	1	0.1%
24.3	1	0.1%

Value	Count	Frequency (%)
79.2	1	0.1%
78.7	1	0.1%
78.6	1	0.1%
77.8	1	0.1%
77.5	1	0.1%
77.1	1	0.1%
77	1	0.1%
76.4	2	0.3%
76.3	1	0.1%
75.8	1	0.1%

Temperature (°F)_Min
Real number (ℝ)

Distinct	33
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.098495

Minimum	10
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	10
5-th percentile	21
Q1	32
median	43
Q3	55
95-th percentile	63
Maximum	68
Range	58
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	13.588921
Coefficient of variation (CV)	0.3152992
Kurtosis	-1.02059
Mean	43.098495
Median Absolute Deviation (MAD)	12
Skewness	-0.20319194
Sum	31505
Variance	184.65878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
57	41	5.6%
61	40	5.5%
55	40	5.5%
34	39	5.3%
59	36	4.9%
52	34	4.7%
50	32	4.4%
41	31	4.2%
30	30	4.1%
36	30	4.1%
Other values (23)	378	51.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	2	0.3%
12	1	0.1%
14	6	0.8%
16	9	1.2%
18	10	1.4%
19	3	0.4%
21	10	1.4%
23	27	3.7%
25	22	3.0%
27	19	2.6%

Value	Count	Frequency (%)
68	2	0.3%
66	7	1.0%
64	11	1.5%
63	26	3.6%
61	40	5.5%
59	36	4.9%
57	41	5.6%
55	40	5.5%
54	22	3.0%
52	34	4.7%

Dew Point (°F)_Max
Real number (ℝ)

Distinct	31
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.347469

Minimum	14
Maximum	70
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	14
5-th percentile	27
Q1	37
median	48
Q3	57
95-th percentile	64
Maximum	70
Range	56
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	12.31247
Coefficient of variation (CV)	0.26565571
Kurtosis	-0.99745887
Mean	46.347469
Median Absolute Deviation (MAD)	11
Skewness	-0.20463436
Sum	33880
Variance	151.59691
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
57	40	5.5%
61	39	5.3%
55	38	5.2%
54	38	5.2%
41	35	4.8%
43	34	4.7%
46	34	4.7%
63	33	4.5%
52	33	4.5%
50	33	4.5%
Other values (21)	374	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	0.1%
16	1	0.1%
19	2	0.3%
21	4	0.5%
23	13	1.8%
25	13	1.8%
27	19	2.6%
28	23	3.1%
30	23	3.1%
32	32	4.4%

Value	Count	Frequency (%)
70	2	0.3%
68	7	1.0%
66	13	1.8%
64	26	3.6%
63	33	4.5%
61	39	5.3%
59	33	4.5%
57	40	5.5%
55	38	5.2%
54	38	5.2%

Dew Point (°F)_Avg
Real number (ℝ)

Distinct	371
Distinct (%)	50.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.167715

Minimum	11.3
Maximum	66.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	11.3
5-th percentile	22
Q1	31.75
median	42.7
Q3	53
95-th percentile	60.2
Maximum	66.1
Range	54.8
Interquartile range (IQR)	21.25

Descriptive statistics

Standard deviation	12.460493
Coefficient of variation (CV)	0.29549841
Kurtosis	-1.0184893
Mean	42.167715
Median Absolute Deviation (MAD)	10.6
Skewness	-0.16969956
Sum	30824.6
Variance	155.26389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.9	7	1.0%
47.3	7	1.0%
54.7	5	0.7%
35.8	5	0.7%
58.5	5	0.7%
34	5	0.7%
56.9	5	0.7%
58.8	5	0.7%
46	5	0.7%
50.4	5	0.7%
Other values (361)	677	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11.3	2	0.3%
13.2	1	0.1%
14.2	1	0.1%
15.8	1	0.1%
15.9	1	0.1%
16.1	1	0.1%
17.3	1	0.1%
17.5	1	0.1%
17.7	1	0.1%
17.9	1	0.1%

Value	Count	Frequency (%)
66.1	1	0.1%
65	1	0.1%
64.9	1	0.1%
64.8	1	0.1%
64.7	2	0.3%
64.6	1	0.1%
63.7	1	0.1%
63.6	1	0.1%
63.2	1	0.1%
62.8	2	0.3%

Dew Point (°F)_Min
Real number (ℝ)

Distinct	33
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.491108

Minimum	7
Maximum	64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	7
5-th percentile	16
Q1	27
median	37
Q3	48
95-th percentile	55
Maximum	64
Range	57
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	12.933375
Coefficient of variation (CV)	0.34497179
Kurtosis	-0.94390885
Mean	37.491108
Median Absolute Deviation (MAD)	11
Skewness	-0.13974054
Sum	27406
Variance	167.27218
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
55	38	5.2%
30	37	5.1%
43	36	4.9%
23	35	4.8%
46	35	4.8%
50	34	4.7%
52	34	4.7%
39	32	4.4%
54	32	4.4%
25	32	4.4%
Other values (23)	386	52.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	3	0.4%
9	1	0.1%
10	6	0.8%
12	9	1.2%
14	7	1.0%
16	14	1.9%
18	9	1.2%
19	21	2.9%
21	30	4.1%
23	35	4.8%

Value	Count	Frequency (%)
64	1	0.1%
63	4	0.5%
61	10	1.4%
59	6	0.8%
57	13	1.8%
55	38	5.2%
54	32	4.4%
52	34	4.7%
50	34	4.7%
48	30	4.1%

Humidity (%)_Max
Real number (ℝ)

Distinct	27
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	91.785226

Minimum	49
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	49
5-th percentile	77
Q1	87.5
median	93
Q3	100
95-th percentile	100
Maximum	100
Range	51
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	7.6764433
Coefficient of variation (CV)	0.083634847
Kurtosis	2.3958115
Mean	91.785226
Median Absolute Deviation (MAD)	6
Skewness	-1.2565209
Sum	67095
Variance	58.927781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
100	207	28.3%
93	147	20.1%
94	121	16.6%
88	71	9.7%
87	62	8.5%
82	25	3.4%
86	22	3.0%
81	19	2.6%
76	9	1.2%
72	9	1.2%
Other values (17)	39	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49	1	0.1%
60	1	0.1%
61	1	0.1%
63	1	0.1%
65	1	0.1%
67	2	0.3%
68	4	0.5%
69	1	0.1%
70	1	0.1%
71	1	0.1%

Value	Count	Frequency (%)
100	207	28.3%
94	121	16.6%
93	147	20.1%
92	2	0.3%
88	71	9.7%
87	62	8.5%
86	22	3.0%
83	3	0.4%
82	25	3.4%
81	19	2.6%

Humidity (%)_Avg
Real number (ℝ)

Distinct	376
Distinct (%)	51.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.251163

Minimum	37.3
Maximum	98.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	37.3
5-th percentile	50.95
Q1	61.35
median	69.4
Q3	79.3
95-th percentile	90.75
Maximum	98.7
Range	61.4
Interquartile range (IQR)	17.95

Descriptive statistics

Standard deviation	12.332413
Coefficient of variation (CV)	0.17554746
Kurtosis	-0.49895264
Mean	70.251163
Median Absolute Deviation (MAD)	8.7
Skewness	0.056066774
Sum	51353.6
Variance	152.08842
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77.3	7	1.0%
72.8	6	0.8%
65.2	6	0.8%
66.8	6	0.8%
67.8	5	0.7%
73.1	5	0.7%
72.3	5	0.7%
70.3	5	0.7%
65.8	5	0.7%
69.4	5	0.7%
Other values (366)	676	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.3	1	0.1%
39.9	1	0.1%
40	2	0.3%
40.6	1	0.1%
41	1	0.1%
42.7	1	0.1%
42.9	1	0.1%
43.1	1	0.1%
43.5	1	0.1%
44.1	2	0.3%

Value	Count	Frequency (%)
98.7	2	0.3%
98.3	2	0.3%
97.8	1	0.1%
97.5	1	0.1%
97.1	1	0.1%
96.8	2	0.3%
96.6	1	0.1%
96.4	1	0.1%
95.6	2	0.3%
95.5	2	0.3%

Humidity (%)_Min
Real number (ℝ)

Distinct	71
Distinct (%)	9.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.655267

Minimum	12
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	12
5-th percentile	23
Q1	33
median	43
Q3	58
95-th percentile	81
Maximum	93
Range	81
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	18.104156
Coefficient of variation (CV)	0.38804098
Kurtosis	-0.32029437
Mean	46.655267
Median Absolute Deviation (MAD)	12
Skewness	0.65407857
Sum	34105
Variance	327.76045
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	30	4.1%
44	26	3.6%
35	25	3.4%
38	21	2.9%
37	21	2.9%
34	19	2.6%
29	19	2.6%
47	18	2.5%
28	18	2.5%
33	17	2.3%
Other values (61)	517	70.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	0.1%
14	1	0.1%
15	2	0.3%
16	1	0.1%
17	2	0.3%
18	1	0.1%
19	5	0.7%
20	8	1.1%
21	6	0.8%
22	8	1.1%

Value	Count	Frequency (%)
93	14	1.9%
88	3	0.4%
87	7	1.0%
86	2	0.3%
82	6	0.8%
81	15	2.1%
80	3	0.4%
77	1	0.1%
76	12	1.6%
75	17	2.3%

Wind Speed (mph)_Max
Real number (ℝ)

Distinct	26
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.956224

Minimum	2
Maximum	36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	10
median	14
Q3	17
95-th percentile	22
Maximum	36
Range	34
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.8059038
Coefficient of variation (CV)	0.34435558
Kurtosis	0.61504774
Mean	13.956224
Median Absolute Deviation (MAD)	3
Skewness	0.41592433
Sum	10202
Variance	23.096711
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
13	81	11.1%
14	77	10.5%
15	73	10.0%
12	73	10.0%
17	52	7.1%
10	51	7.0%
16	45	6.2%
9	41	5.6%
18	36	4.9%
20	30	4.1%
Other values (16)	172	23.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.1%
3	5	0.7%
5	12	1.6%
6	22	3.0%
7	28	3.8%
8	29	4.0%
9	41	5.6%
10	51	7.0%
12	73	10.0%
13	81	11.1%

Value	Count	Frequency (%)
36	1	0.1%
32	1	0.1%
29	2	0.3%
28	2	0.3%
26	3	0.4%
25	3	0.4%
24	11	1.5%
23	9	1.2%
22	23	3.1%
21	20	2.7%

Wind Speed (mph)_Avg
Real number (ℝ)

Distinct	134
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4766074

Minimum	1.2
Maximum	18.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	1.2
5-th percentile	2.6
Q1	4.3
median	5.8
Q3	8.1
95-th percentile	12.5
Maximum	18.4
Range	17.2
Interquartile range (IQR)	3.8

Descriptive statistics

Standard deviation	3.0579002
Coefficient of variation (CV)	0.47214537
Kurtosis	0.73949801
Mean	6.4766074
Median Absolute Deviation (MAD)	1.8
Skewness	0.94484351
Sum	4734.4
Variance	9.3507534
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.3	17	2.3%
4.1	17	2.3%
4.8	17	2.3%
4.3	16	2.2%
4.7	14	1.9%
5.6	13	1.8%
6.2	13	1.8%
6.8	13	1.8%
5	12	1.6%
5.8	12	1.6%
Other values (124)	587	80.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.2	1	0.1%
1.3	3	0.4%
1.4	1	0.1%
1.5	1	0.1%
1.6	4	0.5%
1.7	3	0.4%
1.8	1	0.1%
1.9	4	0.5%
2	2	0.3%
2.1	3	0.4%

Value	Count	Frequency (%)
18.4	1	0.1%
17.6	1	0.1%
17.1	1	0.1%
16.6	1	0.1%
16.2	1	0.1%
16	1	0.1%
15.4	1	0.1%
15.2	1	0.1%
15	2	0.3%
14.8	2	0.3%

Wind Speed (mph)_Min
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.98221614

Minimum	0
Maximum	12
Zeros	504
Zeros (%)	68.9%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.9796114
Coefficient of variation (CV)	2.015454
Kurtosis	6.0953105
Mean	0.98221614
Median Absolute Deviation (MAD)	0
Skewness	2.485187
Sum	718
Variance	3.9188614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	504	68.9%
1	66	9.0%
2	60	8.2%
3	36	4.9%
5	26	3.6%
7	16	2.2%
6	8	1.1%
8	6	0.8%
9	6	0.8%
10	2	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	504	68.9%
1	66	9.0%
2	60	8.2%
3	36	4.9%
5	26	3.6%
6	8	1.1%
7	16	2.2%
8	6	0.8%
9	6	0.8%
10	2	0.3%

Value	Count	Frequency (%)
12	1	0.1%
10	2	0.3%
9	6	0.8%
8	6	0.8%
7	16	2.2%
6	8	1.1%
5	26	3.6%
3	36	4.9%
2	60	8.2%
1	66	9.0%

Pressure (in)_Max
Real number (ℝ)

Distinct	12
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.25814

Minimum	27.7
Maximum	28.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	27.7
5-th percentile	28
Q1	28.2
median	28.2
Q3	28.4
95-th percentile	28.6
Maximum	28.9
Range	1.2
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.17057144
Coefficient of variation (CV)	0.0060361879
Kurtosis	0.44454463
Mean	28.25814
Median Absolute Deviation (MAD)	0.1
Skewness	0.12866579
Sum	20656.7
Variance	0.029094616
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
28.2	201	27.5%
28.3	141	19.3%
28.4	122	16.7%
28.1	117	16.0%
28.5	51	7.0%
28	32	4.4%
28.6	31	4.2%
27.9	22	3.0%
27.8	6	0.8%
28.7	5	0.7%
Other values (2)	3	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27.7	1	0.1%
27.8	6	0.8%
27.9	22	3.0%
28	32	4.4%
28.1	117	16.0%
28.2	201	27.5%
28.3	141	19.3%
28.4	122	16.7%
28.5	51	7.0%
28.6	31	4.2%

Value	Count	Frequency (%)
28.9	2	0.3%
28.7	5	0.7%
28.6	31	4.2%
28.5	51	7.0%
28.4	122	16.7%
28.3	141	19.3%
28.2	201	27.5%
28.1	117	16.0%
28	32	4.4%
27.9	22	3.0%

Pressure (in)_Avg
Real number (ℝ)

Distinct	13
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.193707

Minimum	27.5
Maximum	28.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	27.5
5-th percentile	27.9
Q1	28.1
median	28.2
Q3	28.3
95-th percentile	28.5
Maximum	28.8
Range	1.3
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.17599445
Coefficient of variation (CV)	0.0062423308
Kurtosis	0.70561445
Mean	28.193707
Median Absolute Deviation (MAD)	0.1
Skewness	-0.15647114
Sum	20609.6
Variance	0.030974046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
28.2	174	23.8%
28.1	167	22.8%
28.3	133	18.2%
28.4	82	11.2%
28	73	10.0%
28.5	35	4.8%
27.9	30	4.1%
27.8	14	1.9%
28.6	12	1.6%
27.7	6	0.8%
Other values (3)	5	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27.5	1	0.1%
27.6	2	0.3%
27.7	6	0.8%
27.8	14	1.9%
27.9	30	4.1%
28	73	10.0%
28.1	167	22.8%
28.2	174	23.8%
28.3	133	18.2%
28.4	82	11.2%

Value	Count	Frequency (%)
28.8	2	0.3%
28.6	12	1.6%
28.5	35	4.8%
28.4	82	11.2%
28.3	133	18.2%
28.2	174	23.8%
28.1	167	22.8%
28	73	10.0%
27.9	30	4.1%
27.8	14	1.9%

Pressure (in)_Min
Real number (ℝ)

Distinct	13
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.132695

Minimum	27.5
Maximum	28.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.8 KiB

Quantile statistics

Minimum	27.5
5-th percentile	27.85
Q1	28
median	28.1
Q3	28.2
95-th percentile	28.4
Maximum	28.7
Range	1.2
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.17975856
Coefficient of variation (CV)	0.0063896671
Kurtosis	0.72844395
Mean	28.132695
Median Absolute Deviation (MAD)	0.1
Skewness	-0.33491322
Sum	20565
Variance	0.032313138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
28.1	184	25.2%
28.2	180	24.6%
28	95	13.0%
28.3	78	10.7%
27.9	71	9.7%
28.4	65	8.9%
27.8	17	2.3%
28.5	17	2.3%
27.7	11	1.5%
27.6	5	0.7%
Other values (3)	8	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27.5	4	0.5%
27.6	5	0.7%
27.7	11	1.5%
27.8	17	2.3%
27.9	71	9.7%
28	95	13.0%
28.1	184	25.2%
28.2	180	24.6%
28.3	78	10.7%
28.4	65	8.9%

Value	Count	Frequency (%)
28.7	1	0.1%
28.6	3	0.4%
28.5	17	2.3%
28.4	65	8.9%
28.3	78	10.7%
28.2	180	24.6%
28.1	184	25.2%
28	95	13.0%
27.9	71	9.7%
27.8	17	2.3%

Precipitation (in)
Categorical

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

0.0	731

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2193
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	731	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	731	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	1462	66.7%
.	731	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1462	66.7%
Other Punctuation	731	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1462	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	731	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2193	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1462	66.7%
.	731	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2193	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1462	66.7%
.	731	33.3%

Дата
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

Auto

Heatmap
Table

	day_of_week	Temperature (°F)_Max	Temperature (°F)_Avg	Temperature (°F)_Min	Dew Point (°F)_Max	Dew Point (°F)_Avg	Dew Point (°F)_Min	Humidity (%)_Max	Humidity (%)_Avg	Humidity (%)_Min	Wind Speed (mph)_Max	Wind Speed (mph)_Avg	Wind Speed (mph)_Min	Pressure (in)_Max	Pressure (in)_Avg	Pressure (in)_Min
day_of_week	1.000	-0.017	-0.006	0.008	-0.023	-0.014	-0.001	-0.072	-0.022	0.015	-0.048	0.011	0.049	0.085	0.082	0.075
Temperature (°F)_Max	-0.017	1.000	0.964	0.857	0.853	0.843	0.807	-0.116	-0.593	-0.651	-0.010	-0.121	-0.151	-0.212	-0.120	-0.077
Temperature (°F)_Avg	-0.006	0.964	1.000	0.952	0.925	0.924	0.898	-0.113	-0.504	-0.505	0.058	-0.015	-0.071	-0.296	-0.200	-0.140
Temperature (°F)_Min	0.008	0.857	0.952	1.000	0.948	0.958	0.949	-0.081	-0.317	-0.288	0.135	0.087	0.030	-0.363	-0.274	-0.200
Dew Point (°F)_Max	-0.023	0.853	0.925	0.948	1.000	0.989	0.962	0.121	-0.192	-0.231	0.094	-0.033	-0.086	-0.381	-0.300	-0.230
Dew Point (°F)_Avg	-0.014	0.843	0.924	0.958	0.989	1.000	0.985	0.126	-0.165	-0.196	0.087	-0.031	-0.082	-0.386	-0.298	-0.219
Dew Point (°F)_Min	-0.001	0.807	0.898	0.949	0.962	0.985	1.000	0.113	-0.133	-0.139	0.082	-0.016	-0.055	-0.388	-0.299	-0.216
Humidity (%)_Max	-0.072	-0.116	-0.113	-0.081	0.121	0.126	0.113	1.000	0.625	0.387	-0.130	-0.349	-0.324	-0.124	-0.120	-0.107
Humidity (%)_Avg	-0.022	-0.593	-0.504	-0.317	-0.192	-0.165	-0.133	0.625	1.000	0.907	-0.019	-0.083	-0.031	-0.078	-0.124	-0.102
Humidity (%)_Min	0.015	-0.651	-0.505	-0.288	-0.231	-0.196	-0.139	0.387	0.907	1.000	0.071	0.104	0.126	-0.101	-0.152	-0.130
Wind Speed (mph)_Max	-0.048	-0.010	0.058	0.135	0.094	0.087	0.082	-0.130	-0.019	0.071	1.000	0.794	0.400	-0.245	-0.300	-0.310
Wind Speed (mph)_Avg	0.011	-0.121	-0.015	0.087	-0.033	-0.031	-0.016	-0.349	-0.083	0.104	0.794	1.000	0.657	-0.134	-0.185	-0.194
Wind Speed (mph)_Min	0.049	-0.151	-0.071	0.030	-0.086	-0.082	-0.055	-0.324	-0.031	0.126	0.400	0.657	1.000	-0.052	-0.090	-0.115
Pressure (in)_Max	0.085	-0.212	-0.296	-0.363	-0.381	-0.386	-0.388	-0.124	-0.078	-0.101	-0.245	-0.134	-0.052	1.000	0.932	0.869
Pressure (in)_Avg	0.082	-0.120	-0.200	-0.274	-0.300	-0.298	-0.299	-0.120	-0.124	-0.152	-0.300	-0.185	-0.090	0.932	1.000	0.935
Pressure (in)_Min	0.075	-0.077	-0.140	-0.200	-0.230	-0.219	-0.216	-0.107	-0.102	-0.130	-0.310	-0.194	-0.115	0.869	0.935	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	day_of_week	Temperature (°F)_Max	Temperature (°F)_Avg	Temperature (°F)_Min	Dew Point (°F)_Max	Dew Point (°F)_Avg	Dew Point (°F)_Min	Humidity (%)_Max	Humidity (%)_Avg	Humidity (%)_Min	Wind Speed (mph)_Max	Wind Speed (mph)_Avg	Wind Speed (mph)_Min	Pressure (in)_Max	Pressure (in)_Avg	Pressure (in)_Min	Дата
0	1	61.0	52.6	45.0	48.0	40.1	34.0	94.0	64.3	44.0	24.0	12.4	5.0	27.9	27.8	27.7	2018-04-01
1	2	57.0	47.3	37.0	43.0	36.8	32.0	100.0	69.7	38.0	17.0	8.8	1.0	28.2	28.1	27.9	2018-04-02
2	3	70.0	50.0	32.0	43.0	35.6	30.0	100.0	62.6	28.0	16.0	5.1	0.0	28.3	28.3	28.2	2018-04-03
3	4	75.0	56.0	39.0	45.0	39.9	37.0	100.0	59.5	27.0	15.0	5.2	0.0	28.3	28.3	28.1	2018-04-04
4	5	73.0	58.4	48.0	55.0	46.3	41.0	94.0	66.1	37.0	15.0	4.2	0.0	28.2	28.1	28.0	2018-04-05
5	6	57.0	54.5	50.0	57.0	53.4	48.0	100.0	95.6	88.0	16.0	10.6	2.0	28.2	28.1	28.0	2018-04-06
6	7	64.0	54.3	46.0	52.0	47.3	41.0	100.0	79.6	52.0	14.0	7.0	1.0	28.4	28.3	28.2	2018-04-07
7	8	70.0	55.4	41.0	48.0	43.9	39.0	100.0	70.1	35.0	14.0	6.5	0.0	28.4	28.3	28.2	2018-04-08
8	9	75.0	59.1	43.0	46.0	41.0	37.0	81.0	54.1	29.0	16.0	9.0	1.0	28.3	28.2	28.1	2018-04-09
9	10	77.0	60.8	46.0	48.0	41.7	37.0	76.0	52.6	26.0	15.0	5.7	1.0	28.1	28.1	28.0	2018-04-10

	day_of_week	Temperature (°F)_Max	Temperature (°F)_Avg	Temperature (°F)_Min	Dew Point (°F)_Max	Dew Point (°F)_Avg	Dew Point (°F)_Min	Humidity (%)_Max	Humidity (%)_Avg	Humidity (%)_Min	Wind Speed (mph)_Max	Wind Speed (mph)_Avg	Wind Speed (mph)_Min	Pressure (in)_Max	Pressure (in)_Avg	Pressure (in)_Min	Дата
721	22	55.0	45.6	34.0	39.0	36.2	32.0	93.0	70.7	51.0	17.0	9.8	0.0	28.2	28.1	28.1	2020-03-22
722	23	34.0	28.9	28.0	32.0	28.5	27.0	100.0	98.3	93.0	14.0	8.7	0.0	28.2	28.2	28.2	2020-03-23
723	24	34.0	30.3	28.0	30.0	27.8	27.0	100.0	90.2	75.0	17.0	9.4	0.0	28.3	28.2	28.2	2020-03-24
724	25	36.0	33.3	30.0	30.0	29.0	28.0	93.0	86.1	75.0	20.0	14.3	10.0	28.4	28.4	28.3	2020-03-25
725	26	39.0	36.1	34.0	34.0	32.0	30.0	93.0	85.1	75.0	18.0	11.0	6.0	28.4	28.3	28.3	2020-03-26
726	27	50.0	41.7	32.0	37.0	34.7	30.0	93.0	77.3	58.0	14.0	6.8	2.0	28.3	28.2	28.1	2020-03-27
727	28	55.0	45.0	34.0	37.0	35.4	32.0	93.0	70.3	47.0	10.0	4.6	1.0	28.1	28.1	28.0	2020-03-28
728	29	61.0	46.2	34.0	37.0	32.3	30.0	93.0	62.4	34.0	13.0	5.3	0.0	28.0	28.0	27.9	2020-03-29
729	30	59.0	46.6	30.0	36.0	31.8	28.0	93.0	60.5	34.0	16.0	7.1	0.0	28.1	28.1	28.0	2020-03-30
730	31	48.0	40.0	32.0	32.0	29.3	25.0	93.0	67.0	43.0	18.0	11.8	5.0	28.2	28.2	28.1	2020-03-31

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample